Publications of Claudia Draxl

Journal Article (13)

1.
Journal Article
Teale, A. M.; Helgaker, T.; Savin, A.; Adamo, C.; Aradi, B.; Arbuznikov, A. V.; Ayers, P. W.; Baerends, E. J.; Barone, V.; Calaminici, P. et al.: DFT exchange: sharing perspectives on the workhorse of quantum chemistry and materials science. Physical Chemistry Chemical Physics 24 (47), pp. 28700 - 28781 (2022)
2.
Journal Article
Hoock, B.; Rigamonti, S.; Draxl, C.: Advancing descriptor search in materials science: feature engineering and selection strategies. New Journal of Physics 24 (11), 113049 (2022)
3.
Journal Article
Scheffler, M.; Aeschlimann, M.; Albrecht, M.; Bereau, T.; Bungartz, H.-J.; Felser, C.; Greiner, M.; Groß, A.; Koch, C. T.; Kremer, K. et al.: FAIR data enabling new horizons for materials research. Nature 604 (7907), pp. 635 - 642 (2022)
4.
Journal Article
Carbogno, C.; Thygesen, K. S.; Bieniek, B.; Draxl, C.; Ghiringhelli, L. M.; Gulans, A.; Hofmann, O. T.; Jacobsen, K. W.; Lubeck, S.; Mortensen, J. J. et al.: Numerical quality control for DFT-based materials databases. npj Computational Materials 8, 69 (2022)
5.
Journal Article
Aggoune, W.; Eljarrat, A.; Nabok, D.; Irmscher, K.; Zupancic, M.; Galazka, Z.; Albrecht, M.; Koch, C.; Draxl, C.: A consistent picture of excitations in cubic BaSnO3 revealed by combining theory and experiment. Communications Materials 3, 12 (2022)
6.
Journal Article
Schmidt-Mende, L.; Dyakonov, V.; Olthof, S.; Ünlü, F.; Lê, K. M. T.; Mathur, S.; Karabanov, A. D.; Lupascu, D. C.; Herz, L. M.; Hinderhofer, A. et al.: Roadmap on organic–inorganic hybrid perovskite semiconductors and devices. APL Materials 9 (10), 109202 (2021)
7.
Journal Article
Fu, Q.; Wu, F.; Wang, B.; Bu, Y.; Draxl, C.: Spatial Confinement as an Effective Strategy for Improving the Catalytic Selectivity in Acetylene Hydrogenation. ACS Applied Materials and Interfaces 12 (35), pp. 39352 - 39361 (2020)
8.
Journal Article
Trunschke, A.; Draxl, C.; Schlögl, R.; Scheffler, M.: Digitale Katalyse. Jahrbuch / Max-Planck-Gesellschaft 2019, 11659628 (2020)
9.
Journal Article
Draxl, C.: Artificial intelligence in materials science - hype or revolution? SPG Mitteilungen 59, p. 23 - 23 (2019)
10.
Journal Article
Draxl, C.; Scheffler, M.: The NOMAD Laboratory: From Data Sharing to Artificial Intelligence. JPhys Materials 2 (3), 036001 (2019)
11.
Journal Article
Draxl, C.; Scheffler, M.: NOMAD: The FAIR concept for big data-driven materials science. MRS Bulletin 43 (9), pp. 676 - 682 (2018)
12.
Journal Article
Scheffler, M.; Draxl, C.: Ein FAIRes Datenkonzept der von Big Data gesteuerten Materialwissenschaften. Jahrbuch / Max-Planck-Gesellschaft, 12090594 (2018)
13.
Journal Article
Troppenz, M.; Rigamonti, S.; Draxl, C.: Predicting Ground-State Configurations and Electronic Properties of the Thermoelectric Clathrates Ba8AlxSi46–x and Sr8AlxSi46–x. Chemistry of Materials 29 (6), pp. 2414 - 2424 (2017)

Book Chapter (2)

14.
Book Chapter
Draxl, C.; Scheidgen, M.; Zastrow, T.; Ritz, R.; Lederer, H.; Heinzel, S.; Scheffler, M.: The NOMAD Laboratory. In: High-Performance Computing and Data Science in the Max Planck Society, pp. 50 - 51. Max Planck Computing and Data Facility, Garching (2021)
15.
Book Chapter
Draxl, C.; Scheffler, M.: Big-Data-Driven Materials Science and its FAIR Data Infrastructure. In: Handbook of Materials Modeling, pp. 49 - 73 (Eds. Andreoni, W.; Yip, S.). Springer, Cham (2020)

Talk (116)

16.
Talk
Draxl, C.: Excitations in Complex Materials: Interplay Between Electron-Electron, Electron-Phonon, Electron-Hole, and Spin-Orbit Interactions. IOP-HU Early Career Researcher Conference on Condensed Matter Physics, Liyang, China (2023)
17.
Talk
Draxl, C.: From Many-Body Theory to Nonlinear Modeling and Classification. IOP-FHI Workshop, Frontiers of Electronic Structure Theory and Materials Genomics, Beijing, China (2023)
18.
Talk
Draxl, C.: FAIRmat’s Approach to FAIR Data and Accelerated Materials Discovery. GDCh Science Forum Chemistry 2023, Leipzig, Germany (2023)
19.
Talk
Draxl, C.: Electronic-Structure Theory and Materials Discovery on the Way to Exascale. NHR Conference '23, Berlin, Germany (2023)
20.
Talk
Draxl, C.: Augmented Plaewave Methods. HoW exciting! 2023, Berlin, Germany (2023)